Enhancing Model Performance for Fraud Detection by Feature Engineering and Compact Unified Expressions

Author:

Haq Ikram Ul,Gondal Iqbal,Vamplew Peter

Publisher

Springer International Publishing

Reference16 articles.

1. Bijak, K., Thomas, L.C.: Does segmentation always improve model performance in credit scoring? Expert Syst. Appl. 39(3), 2433–2442 (2012)

2. Xiaofeng, Z., Shichao, Z., Zhi, J., Zili, Z., Zhuoming, X.: Missing value estimation for mixed-attribute data sets. IEEE Trans. Knowl. Data Eng. 23(1), 110–121 (2011)

3. Yu, H.-F., et al.: Feature Engineering and Classifier Ensemble for KDD Cup 2010 (2010)

4. Xu, Y., Hong, K., Tsujii, J., Chang, E.I.-C.: Feature engineering combined with machine learning and rule-based methods for structured information extraction from narrative clinical discharge summaries. J.A.M.I.A 19(5), 824–832 (2012)

5. Turner, C.R., Fuggetta, A., Lavazza, L., Wolf, A.L.: A conceptual basis for feature engineering. J. Syst. Softw. 49(1), 3–15 (1999)

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